{"id":"W4413504086","doi":"10.33137/q.i..v45i2.45828","title":"Front Cover","year":2025,"lang":"en","type":"article","venue":"Quaderni d italianistica","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Cover (algebra); Front cover; Art; Engineering; Mechanical engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001940108,0.0002298533,0.0002630735,0.0001400799,0.0001636529,0.0001180105,0.0003523141,0.0001146889,0.03468014],"category_scores_gemma":[0.000480308,0.0002283333,0.0001077688,0.0002360279,0.0001804625,0.0001129278,0.0001032639,0.0001917283,0.3134958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002144074,"about_ca_system_score_gemma":0.0001459678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007584938,"about_ca_topic_score_gemma":0.00001863421,"domain_scores_codex":[0.998409,0.00007730077,0.0003136373,0.0004277334,0.0003087581,0.0004635616],"domain_scores_gemma":[0.9989761,0.0001414283,0.00006578464,0.000599046,0.00009117566,0.0001265413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009318605,0.0002368955,0.003657202,0.000066031,0.0001441577,0.0000673028,0.0001547893,0.0000209074,0.003299834,0.1356691,0.8554395,0.001151031],"study_design_scores_gemma":[0.0004170295,0.0000476311,0.01001988,0.00006503912,0.000105688,0.000006416977,0.0001418923,0.001219429,0.001885756,0.007740589,0.9780224,0.0003282299],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.004866765,0.0002623739,0.009406567,0.0006248544,0.000625488,0.0002882967,0.0002359588,0.0005436716,0.983146],"genre_scores_gemma":[0.8532294,0.000002254018,0.001391582,0.0008732824,0.00009140863,0.00003229647,0.00004148555,0.00005944062,0.1442788],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8483627,"threshold_uncertainty_score":0.9662023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01840723068269788,"score_gpt":0.280352220574675,"score_spread":0.2619449898919771,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}